McGeoch is a surname. Notable people with the surname include:
Alex McGeoch (1854–1922), Scottish footballer Catherine McGeoch, American computer scientist Charles McGeoch (1899–1985), American football coach Ian McGeoch (1914–2007), British Royal Navy officer John McGeoch (1955–2004), Scottish guitarist John Alexander McGeoch (1897–1942), American psychologist and educator Lillian McGeoch (1903–1992), Canadian painter and sculptor